The meteoric growth of short-form video platforms has radically reshaped the online landscape. Currently, trends indicate a shift towards increased interactive features, such as live broadcasting and enhanced editing software. Looking ahead, we predict that personalized recommendations will become even increasingly complex, leading to specialized c